赵阳
时间:2024-04-06 01:38 来源: 作者: 点击:次
综合介绍 General Introduction 个人相册 教育教学教育教学 Education and teaching 招生信息 希望能够找到喜欢我的课题，与我志同道合的学生，一起做有情怀的科研。课题名称：多智能体强化学习研究。课题特点：非常前沿，具有一定的挑战性，偏向工程，需要学生热爱编程，灵活解决实际问题。课题内容：本课题依托科技部、XXX项目，项目经费充足，有代码、有数据、有环境、有参考，能够为研究生开展科研提供系统的学术指导、良好的科研环境和高性能硬件平台等必要保障。课题名称：无监督/自监督学习方法研究。课题特点：偏向学术，需要学生热爱数学（线性代数、矩阵论等），并希望在论文方面有所积累课题内容：本课题依托科技部、基金委项目，项目经费充足，有代码有数据有参考，难度适宜，能够为研究生开展科研提供系统的学术指导、良好的科研环境和高性能硬件平台等必要保障。 荣誉获奖科学研究 Scientific Research 1. 基金委（国家自然科学基金青年项目），面向高光谱卫星数据的地物分类方法研究，主持2. 国家级项目，多智能体强化学习，主持3. 国家级项目，多智能体智能博弈，主持4. 科技部（科技创新2030—“新一代人工智能2030”重大项目），基于大脑归纳推理机制的小样本学习机制研究，课题主持5. 陕西省科技厅（陕西省自然科学基础研究计划青年项目），人体姿态的视觉感知与认知关键问题研究，主持6. 中央高校基本科研业务费，面向高光谱卫星数据的地物分类方法研究，主持7. 科技部（科技创新2030—“新一代人工智能2030”重大项目），无人机目标检测，参与（核心骨干）8. 国家级项目，无人机集群协同，参与（核心骨干）9. 横向，遥感变化检测，主持10. 横向，无人机机器学习，参与（核心骨干） 科学研究学术成果 Academic Achievements 1. Y. Zhao, and X. Li*, "Deep Spectral Clustering with Regularized Linear Embedding for Hyperspectral Image Clustering," IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2023.3267070, 2023.2. X. Li, T. Wei and Y. Zhao*, "Deep Spectral Clustering with Constrained Laplacian Rank," IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2022.3213756, 2022.3. Y. Zhao, and X. Li*, "Spectral Clustering with Adaptive Neighbors for Deep Learning," IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3105822, 2021.4. D. Jia, T. Li, Y. Zhao*, X. Zhang*, Z. Wang*, "Empty nodes affect conditional cooperation under reinforcement learning," Applied mathematics and computation, DOI: 10.1016/j.amc.2021.126658, 2021.5. Y. Chen, Y. Zhao*, and X. Li, "Effective gait feature extraction using temporal fusion and spatial partial," IEEE ICIP, 2021.6. J. Su, Y. Zhao*, and X. Li, "Progressive spatio-temporal feature extraction model for gait recognition," IEEE ICIP, 2021.7. J. Su, Y. Zhao, X. Li*, "Deep Metric Learning Based On Center-Ranked Loss for Gait Recognition," International Conference on Acoustics, Speech and Signal Processing, pp. 4077-4081, 2020.8. Y. Zhao, Y. Yuan*, F. Nie and Q. Wang, "Spectral Clustering Based on Iterative Optimization for Large-Scale and High-Dimensional Data," Neurocomputing, vol. 318, pp. 227-235, DOI: 10.1016/j.neucom.2018.08.059, 2019.9. Y. Zhao, Y. Yuan*, Q. Wang, "Fast Spectral Clustering for Unsupervised Hyperspectral Image Classification," Remote Sensing,, vol. 11, no. 4, pp. 399, DOI: 10.3390/rs11040399, 2019.10. Y. Yuan*, Y. Zhao, and Q. Wang, "Action Recognition using Spatial-optical Data Organization and Sequential Learning Framework," Neurocomputing, vol. 315, pp. 221-233, 2018.11. Y. Zhao, Q. Wang*, and Y. Yuan, "Action Recognition based on Semantic Feature Description and Cross Classification," ChinaSIP 2014, pp. 626-630, 2014. 学术成果综合介绍 |